Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 100000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 24.4 MiB |
| Average record size in memory | 256.0 B |
Variable types
| Numeric | 31 |
|---|---|
| Categorical | 1 |
df_index is highly correlated with Time | High correlation |
Time is highly correlated with df_index | High correlation |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2021-04-20 08:18:49.288514 |
|---|---|
| Analysis finished | 2021-04-20 08:23:14.179659 |
| Duration | 4 minutes and 24.89 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 100000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142340.2683 |
|---|---|
| Minimum | 2 |
| Maximum | 284806 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 14160.85 |
| Q1 | 70916.25 |
| median | 142581.5 |
| Q3 | 213801.25 |
| 95-th percentile | 270394.3 |
| Maximum | 284806 |
| Range | 284804 |
| Interquartile range (IQR) | 142885 |
Descriptive statistics
| Standard deviation | 82283.55777 |
|---|---|
| Coefficient of variation (CV) | 0.5780764556 |
| Kurtosis | -1.202906952 |
| Mean | 142340.2683 |
| Median Absolute Deviation (MAD) | 71428 |
| Skewness | -0.001454662974 |
| Sum | 1.423402683 × 1010 |
| Variance | 6770583878 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 262144 | 1 | < 0.1% |
| 165114 | 1 | < 0.1% |
| 28333 | 1 | < 0.1% |
| 115986 | 1 | < 0.1% |
| 156034 | 1 | < 0.1% |
| 120080 | 1 | < 0.1% |
| 208143 | 1 | < 0.1% |
| 75022 | 1 | < 0.1% |
| 79116 | 1 | < 0.1% |
| 68875 | 1 | < 0.1% |
| Other values (99990) | 99990 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 23 | 1 |
| Value | Count | Frequency (%) |
| 284806 | 1 | |
| 284803 | 1 | |
| 284799 | 1 | |
| 284794 | 1 | |
| 284793 | 1 | |
| 284788 | 1 | |
| 284786 | 1 | |
| 284785 | 1 | |
| 284784 | 1 | |
| 284783 | 1 |
| Distinct | 71127 |
|---|---|
| Distinct (%) | 71.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94802.18404 |
|---|---|
| Minimum | 1 |
| Maximum | 172792 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 25182.55 |
| Q1 | 54074 |
| median | 84805 |
| Q3 | 139398 |
| 95-th percentile | 164059.1 |
| Maximum | 172792 |
| Range | 172791 |
| Interquartile range (IQR) | 85324 |
Descriptive statistics
| Standard deviation | 47523.37745 |
|---|---|
| Coefficient of variation (CV) | 0.501289901 |
| Kurtosis | -1.296094977 |
| Mean | 94802.18404 |
| Median Absolute Deviation (MAD) | 42718 |
| Skewness | -0.03754491058 |
| Sum | 9480218404 |
| Variance | 2258471405 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 163152 | 12 | < 0.1% |
| 64947 | 12 | < 0.1% |
| 68780 | 11 | < 0.1% |
| 128860 | 9 | < 0.1% |
| 3754 | 8 | < 0.1% |
| 19913 | 8 | < 0.1% |
| 3750 | 8 | < 0.1% |
| 109835 | 8 | < 0.1% |
| 19909 | 8 | < 0.1% |
| 142583 | 7 | < 0.1% |
| Other values (71117) | 99909 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 2 | |
| 4 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 22 | 1 | |
| 23 | 2 |
| Value | Count | Frequency (%) |
| 172792 | 1 | < 0.1% |
| 172787 | 1 | < 0.1% |
| 172783 | 1 | < 0.1% |
| 172777 | 1 | < 0.1% |
| 172775 | 1 | < 0.1% |
| 172770 | 1 | < 0.1% |
| 172768 | 4 | |
| 172767 | 1 | < 0.1% |
| 172766 | 1 | < 0.1% |
| 172764 | 1 | < 0.1% |
V1
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002443143348 |
|---|---|
| Minimum | -56.40750963 |
| Maximum | 2.454929991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -56.40750963 |
|---|---|
| 5-th percentile | -2.879738774 |
| Q1 | -0.9255333437 |
| median | 0.01508895896 |
| Q3 | 1.31523154 |
| 95-th percentile | 2.081885364 |
| Maximum | 2.454929991 |
| Range | 58.86243962 |
| Interquartile range (IQR) | 2.240764884 |
Descriptive statistics
| Standard deviation | 1.96663765 |
|---|---|
| Coefficient of variation (CV) | -804.9620385 |
| Kurtosis | 36.12375333 |
| Mean | -0.002443143348 |
| Median Absolute Deviation (MAD) | 1.196562255 |
| Skewness | -3.424061969 |
| Sum | -244.3143348 |
| Variance | 3.867663647 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.053311214 | 32 | < 0.1% |
| 1.302377965 | 28 | < 0.1% |
| 1.245673819 | 25 | < 0.1% |
| 2.055797006 | 21 | < 0.1% |
| 2.040211058 | 21 | < 0.1% |
| 1.01841182 | 16 | < 0.1% |
| 1.332849312 | 15 | < 0.1% |
| -0.30252069 | 15 | < 0.1% |
| 0.8986142746 | 15 | < 0.1% |
| 1.335053154 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -56.40750963 | 1 | |
| -41.92873752 | 1 | |
| -37.55806711 | 1 | |
| -36.80231991 | 1 | |
| -35.55725309 | 1 | |
| -34.54929609 | 1 | |
| -33.40408161 | 1 | |
| -32.35303988 | 1 | |
| -31.32289536 | 1 | |
| -30.51545511 | 1 |
| Value | Count | Frequency (%) |
| 2.454929991 | 1 | |
| 2.45188849 | 1 | |
| 2.446504985 | 1 | |
| 2.439207481 | 1 | |
| 2.430506781 | 1 | |
| 2.420063784 | 1 | |
| 2.412719517 | 1 | |
| 2.409346575 | 1 | |
| 2.40868275 | 1 | |
| 2.408045735 | 1 |
V2
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00550603596 |
|---|---|
| Minimum | -72.71572756 |
| Maximum | 21.46720299 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -72.71572756 |
|---|---|
| 5-th percentile | -1.965967486 |
| Q1 | -0.6001760629 |
| median | 0.06299866618 |
| Q3 | 0.802629041 |
| 95-th percentile | 1.801268743 |
| Maximum | 21.46720299 |
| Range | 94.18293056 |
| Interquartile range (IQR) | 1.402805104 |
Descriptive statistics
| Standard deviation | 1.672928337 |
|---|---|
| Coefficient of variation (CV) | -303.8353453 |
| Kurtosis | 129.5747581 |
| Mean | -0.00550603596 |
| Median Absolute Deviation (MAD) | 0.7028608674 |
| Skewness | -5.470522622 |
| Sum | -550.603596 |
| Variance | 2.798689221 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.08973464782 | 32 | < 0.1% |
| -0.6065293082 | 28 | < 0.1% |
| 0.1669750195 | 25 | < 0.1% |
| -0.1469749748 | 21 | < 0.1% |
| -0.3266677731 | 21 | < 0.1% |
| 1.036663009 | 16 | < 0.1% |
| 0.3891982492 | 15 | < 0.1% |
| 0.03389619282 | 15 | < 0.1% |
| 0.4474736062 | 15 | < 0.1% |
| 0.3314640264 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -72.71572756 | 1 | |
| -63.34469832 | 1 | |
| -60.46461766 | 1 | |
| -42.17268752 | 1 | |
| -40.80398122 | 1 | |
| -38.43681729 | 1 | |
| -37.15422092 | 1 | |
| -36.62542856 | 1 | |
| -34.57506368 | 1 | |
| -33.20419164 | 1 |
| Value | Count | Frequency (%) |
| 21.46720299 | 1 | < 0.1% |
| 16.4974719 | 2 | |
| 16.43452455 | 1 | < 0.1% |
| 16.15570143 | 1 | < 0.1% |
| 15.59819266 | 1 | < 0.1% |
| 14.70633467 | 1 | < 0.1% |
| 12.79388008 | 1 | < 0.1% |
| 12.78597064 | 3 | |
| 12.57211785 | 1 | < 0.1% |
| 12.37398914 | 1 | < 0.1% |
V3
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005127609486 |
|---|---|
| Minimum | -30.55869682 |
| Maximum | 4.22610848 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -30.55869682 |
|---|---|
| 5-th percentile | -2.386041907 |
| Q1 | -0.8905612167 |
| median | 0.1850318973 |
| Q3 | 1.031622299 |
| 95-th percentile | 2.065438443 |
| Maximum | 4.22610848 |
| Range | 34.7848053 |
| Interquartile range (IQR) | 1.922183516 |
Descriptive statistics
| Standard deviation | 1.50662282 |
|---|---|
| Coefficient of variation (CV) | 293.8255778 |
| Kurtosis | 20.57843146 |
| Mean | 0.005127609486 |
| Median Absolute Deviation (MAD) | 0.9360733046 |
| Skewness | -2.004069543 |
| Sum | 512.7609486 |
| Variance | 2.269912321 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.681835669 | 32 | < 0.1% |
| -0.6819861929 | 28 | < 0.1% |
| 0.4883057426 | 25 | < 0.1% |
| -2.955933665 | 21 | < 0.1% |
| -2.752040956 | 21 | < 0.1% |
| -1.689813707 | 16 | < 0.1% |
| -0.4957574879 | 15 | < 0.1% |
| -2.165596605 | 15 | < 0.1% |
| -0.0832970051 | 15 | < 0.1% |
| -2.057762777 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -30.55869682 | 1 | |
| -30.17731746 | 2 | |
| -30.01371249 | 1 | |
| -28.92375595 | 1 | |
| -26.87133878 | 1 | |
| -24.96232178 | 1 | |
| -24.20214223 | 1 | |
| -23.00900291 | 1 | |
| -22.80123769 | 1 | |
| -22.5887591 | 1 |
| Value | Count | Frequency (%) |
| 4.22610848 | 1 | |
| 4.187810599 | 1 | |
| 4.101716178 | 1 | |
| 4.079167812 | 1 | |
| 4.029428319 | 1 | |
| 4.017561418 | 1 | |
| 3.985446047 | 1 | |
| 3.971380972 | 1 | |
| 3.945275899 | 1 | |
| 3.940337447 | 1 |
V4
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001372789263 |
|---|---|
| Minimum | -5.600607141 |
| Maximum | 16.87534403 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -5.600607141 |
|---|---|
| 5-th percentile | -2.191273481 |
| Q1 | -0.8494377935 |
| median | -0.02250721381 |
| Q3 | 0.7442022925 |
| 95-th percentile | 2.570572918 |
| Maximum | 16.87534403 |
| Range | 22.47595117 |
| Interquartile range (IQR) | 1.593640086 |
Descriptive statistics
| Standard deviation | 1.419198749 |
|---|---|
| Coefficient of variation (CV) | 1033.806709 |
| Kurtosis | 2.865500742 |
| Mean | 0.001372789263 |
| Median Absolute Deviation (MAD) | 0.8006235491 |
| Skewness | 0.7066638528 |
| Sum | 137.2789263 |
| Variance | 2.01412509 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4542119602 | 32 | < 0.1% |
| -1.904603396 | 28 | < 0.1% |
| 0.6353219207 | 25 | < 0.1% |
| -0.8423160333 | 21 | < 0.1% |
| -0.5783559789 | 21 | < 0.1% |
| 1.315475833 | 16 | < 0.1% |
| -3.214799282 | 15 | < 0.1% |
| 1.256326169 | 15 | < 0.1% |
| -0.3068726238 | 15 | < 0.1% |
| -0.3461753553 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -5.600607141 | 1 | |
| -5.266508626 | 1 | |
| -5.07124131 | 1 | |
| -5.043049348 | 1 | |
| -4.872670818 | 1 | |
| -4.863246235 | 1 | |
| -4.837170259 | 1 | |
| -4.800092702 | 1 | |
| -4.794697076 | 1 | |
| -4.790223849 | 1 |
| Value | Count | Frequency (%) |
| 16.87534403 | 1 | |
| 16.71553737 | 1 | |
| 16.49121717 | 1 | |
| 12.69954199 | 1 | |
| 12.11467184 | 1 | |
| 11.84470273 | 1 | |
| 11.80546921 | 1 | |
| 11.73743614 | 1 | |
| 11.33281208 | 1 | |
| 11.22950154 | 1 |
V5
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00215204551 |
|---|---|
| Minimum | -35.18212031 |
| Maximum | 34.80166588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -35.18212031 |
|---|---|
| 5-th percentile | -1.702405672 |
| Q1 | -0.6937418559 |
| median | -0.05719808679 |
| Q3 | 0.6084654117 |
| 95-th percentile | 2.10463645 |
| Maximum | 34.80166588 |
| Range | 69.98378619 |
| Interquartile range (IQR) | 1.302207268 |
Descriptive statistics
| Standard deviation | 1.360271883 |
|---|---|
| Coefficient of variation (CV) | -632.0832328 |
| Kurtosis | 41.43402388 |
| Mean | -0.00215204551 |
| Median Absolute Deviation (MAD) | 0.6505340228 |
| Skewness | -0.7491863352 |
| Sum | -215.204551 |
| Variance | 1.850339595 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2983103715 | 32 | < 0.1% |
| 1.326623107 | 28 | < 0.1% |
| -0.5627766808 | 25 | < 0.1% |
| 2.609358271 | 21 | < 0.1% |
| 2.46307226 | 21 | < 0.1% |
| 1.698436056 | 16 | < 0.1% |
| 2.641351251 | 15 | < 0.1% |
| 2.705041053 | 15 | < 0.1% |
| 0.5540913478 | 15 | < 0.1% |
| 2.583233822 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -35.18212031 | 1 | |
| -32.092129 | 1 | |
| -27.75296366 | 1 | |
| -27.73748743 | 1 | |
| -25.79113233 | 1 | |
| -23.6118649 | 1 | |
| -22.32581619 | 1 | |
| -22.0645193 | 1 | |
| -21.6656543 | 1 | |
| -21.22580965 | 1 |
| Value | Count | Frequency (%) |
| 34.80166588 | 1 | |
| 25.60407727 | 1 | |
| 18.31085722 | 1 | |
| 18.25401059 | 1 | |
| 17.47992881 | 1 | |
| 17.47182778 | 1 | |
| 16.87896731 | 1 | |
| 16.42166129 | 1 | |
| 16.37469851 | 1 | |
| 16.25778195 | 1 |
V6
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002252781357 |
|---|---|
| Minimum | -26.16050594 |
| Maximum | 21.55049619 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -26.16050594 |
|---|---|
| 5-th percentile | -1.405796835 |
| Q1 | -0.7638722672 |
| median | -0.2711070652 |
| Q3 | 0.4007986652 |
| 95-th percentile | 3.154137987 |
| Maximum | 21.55049619 |
| Range | 47.71100213 |
| Interquartile range (IQR) | 1.164670932 |
Descriptive statistics
| Standard deviation | 1.324951757 |
|---|---|
| Coefficient of variation (CV) | 588.140413 |
| Kurtosis | 10.33962851 |
| Mean | 0.002252781357 |
| Median Absolute Deviation (MAD) | 0.5572555409 |
| Skewness | 1.353725179 |
| Sum | 225.2781357 |
| Variance | 1.755497159 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.9535260864 | 32 | < 0.1% |
| 3.436312447 | 28 | < 0.1% |
| -1.011072616 | 25 | < 0.1% |
| 3.173856423 | 21 | < 0.1% |
| 3.142641531 | 21 | < 0.1% |
| 0.528806549 | 16 | < 0.1% |
| 0.7023423327 | 15 | < 0.1% |
| 2.808083764 | 15 | < 0.1% |
| 2.762439585 | 15 | < 0.1% |
| 2.854101997 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -26.16050594 | 1 | |
| -17.92727412 | 1 | |
| -13.59128609 | 1 | |
| -12.70947483 | 1 | |
| -12.29949484 | 1 | |
| -12.00791168 | 1 | |
| -11.75587822 | 1 | |
| -11.70331621 | 1 | |
| -11.65663233 | 1 | |
| -11.49578761 | 1 |
| Value | Count | Frequency (%) |
| 21.55049619 | 1 | |
| 21.39306876 | 1 | |
| 18.07203126 | 1 | |
| 16.6140541 | 1 | |
| 16.4932271 | 1 | |
| 16.41063752 | 1 | |
| 16.24619692 | 1 | |
| 15.56882284 | 1 | |
| 14.79331812 | 1 | |
| 14.67236049 | 1 |
V7
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002313703014 |
|---|---|
| Minimum | -41.50679608 |
| Maximum | 36.87736827 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -41.50679608 |
|---|---|
| 5-th percentile | -1.43758065 |
| Q1 | -0.5564937701 |
| median | 0.04118809061 |
| Q3 | 0.5706193386 |
| 95-th percentile | 1.413016247 |
| Maximum | 36.87736827 |
| Range | 78.38416435 |
| Interquartile range (IQR) | 1.127113109 |
Descriptive statistics
| Standard deviation | 1.226924198 |
|---|---|
| Coefficient of variation (CV) | 530.2859489 |
| Kurtosis | 96.5376512 |
| Mean | 0.002313703014 |
| Median Absolute Deviation (MAD) | 0.5623631931 |
| Skewness | -0.4250741145 |
| Sum | 231.3703014 |
| Variance | 1.505342988 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1520025453 | 32 | < 0.1% |
| -1.145126827 | 28 | < 0.1% |
| 0.01495266147 | 25 | < 0.1% |
| -0.4168828412 | 21 | < 0.1% |
| -0.432125924 | 21 | < 0.1% |
| 0.3317145024 | 16 | < 0.1% |
| 0.5938465551 | 15 | < 0.1% |
| 0.1556682316 | 15 | < 0.1% |
| -0.1716266361 | 15 | < 0.1% |
| -0.1875473373 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -41.50679608 | 1 | |
| -31.76494649 | 1 | |
| -31.19732855 | 2 | |
| -28.01129291 | 1 | |
| -23.92866103 | 1 | |
| -23.38050782 | 1 | |
| -23.18939651 | 1 | |
| -21.92281103 | 1 | |
| -21.57065018 | 1 | |
| -21.23446315 | 1 |
| Value | Count | Frequency (%) |
| 36.87736827 | 1 | |
| 34.30317686 | 1 | |
| 28.50406537 | 1 | |
| 28.06982214 | 1 | |
| 25.23519499 | 1 | |
| 24.95658734 | 1 | |
| 24.42271565 | 1 | |
| 23.86305185 | 1 | |
| 23.71878301 | 1 | |
| 23.47521708 | 1 |
V8
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.004723850422 |
|---|---|
| Minimum | -73.21671846 |
| Maximum | 19.58777262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -73.21671846 |
|---|---|
| 5-th percentile | -0.8502103849 |
| Q1 | -0.2097155058 |
| median | 0.02038174963 |
| Q3 | 0.3248667352 |
| 95-th percentile | 1.04320567 |
| Maximum | 19.58777262 |
| Range | 92.80449108 |
| Interquartile range (IQR) | 0.534582241 |
Descriptive statistics
| Standard deviation | 1.219964483 |
|---|---|
| Coefficient of variation (CV) | -258.2563743 |
| Kurtosis | 289.7715021 |
| Mean | -0.004723850422 |
| Median Absolute Deviation (MAD) | 0.2580593278 |
| Skewness | -9.699449633 |
| Sum | -472.3850422 |
| Variance | 1.48831334 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2070713797 | 32 | < 0.1% |
| 0.9591472621 | 28 | < 0.1% |
| -0.1602108633 | 25 | < 0.1% |
| 0.7843929483 | 21 | < 0.1% |
| 0.7277062007 | 21 | < 0.1% |
| 0.3645387616 | 16 | < 0.1% |
| 0.1963597357 | 15 | < 0.1% |
| 0.5564510255 | 15 | < 0.1% |
| 0.6833517336 | 15 | < 0.1% |
| 0.6851537704 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -73.21671846 | 1 | < 0.1% |
| -50.42009006 | 1 | < 0.1% |
| -41.48482251 | 1 | < 0.1% |
| -38.98726274 | 1 | < 0.1% |
| -37.35344264 | 3 | |
| -31.87673165 | 1 | < 0.1% |
| -28.03583822 | 1 | < 0.1% |
| -27.59636662 | 1 | < 0.1% |
| -26.71745292 | 1 | < 0.1% |
| -25.89006133 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.58777262 | 1 | |
| 19.16832739 | 1 | |
| 18.32940553 | 1 | |
| 13.69641612 | 1 | |
| 13.27680481 | 1 | |
| 12.85716502 | 1 | |
| 12.35781729 | 1 | |
| 12.10106206 | 1 | |
| 11.54125258 | 1 | |
| 11.47749279 | 1 |
V9
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002974098666 |
|---|---|
| Minimum | -13.43406632 |
| Maximum | 10.31397373 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -13.43406632 |
|---|---|
| 5-th percentile | -1.764684094 |
| Q1 | -0.6471708098 |
| median | -0.05480626564 |
| Q3 | 0.5926529156 |
| 95-th percentile | 1.793617696 |
| Maximum | 10.31397373 |
| Range | 23.74804005 |
| Interquartile range (IQR) | 1.239823725 |
Descriptive statistics
| Standard deviation | 1.100249098 |
|---|---|
| Coefficient of variation (CV) | -369.9437113 |
| Kurtosis | 3.698151787 |
| Mean | -0.002974098666 |
| Median Absolute Deviation (MAD) | 0.6208239626 |
| Skewness | 0.5427987734 |
| Sum | -297.4098666 |
| Variance | 1.210548078 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5873352664 | 32 | < 0.1% |
| 1.671301564 | 28 | < 0.1% |
| 0.1703618522 | 25 | < 0.1% |
| 0.6086058703 | 21 | < 0.1% |
| 0.3599023789 | 21 | < 0.1% |
| -0.7117979388 | 16 | < 0.1% |
| 0.6977195955 | 15 | < 0.1% |
| -0.2979620013 | 15 | < 0.1% |
| 1.160758531 | 15 | < 0.1% |
| -0.2866140686 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -13.43406632 | 1 | |
| -9.462572605 | 2 | |
| -8.9609217 | 1 | |
| -8.739670371 | 1 | |
| -8.630390306 | 1 | |
| -8.603038097 | 1 | |
| -8.507058637 | 1 | |
| -7.930899968 | 1 | |
| -7.811022382 | 1 | |
| -7.570322409 | 1 |
| Value | Count | Frequency (%) |
| 10.31397373 | 1 | |
| 9.272375626 | 1 | |
| 9.213022586 | 1 | |
| 9.112555382 | 1 | |
| 9.099081551 | 1 | |
| 9.07710731 | 1 | |
| 8.955668574 | 1 | |
| 8.918202354 | 1 | |
| 8.911164217 | 1 | |
| 8.691889271 | 1 |
V10
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0009009076206 |
|---|---|
| Minimum | -24.40318497 |
| Maximum | 15.33174156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -24.40318497 |
|---|---|
| 5-th percentile | -1.33723791 |
| Q1 | -0.5359027355 |
| median | -0.09230669343 |
| Q3 | 0.4522700598 |
| 95-th percentile | 1.550954244 |
| Maximum | 15.33174156 |
| Range | 39.73492653 |
| Interquartile range (IQR) | 0.9881727953 |
Descriptive statistics
| Standard deviation | 1.080547211 |
|---|---|
| Coefficient of variation (CV) | -1199.398458 |
| Kurtosis | 32.67276741 |
| Mean | -0.0009009076206 |
| Median Absolute Deviation (MAD) | 0.4804597651 |
| Skewness | 1.165281068 |
| Sum | -90.09076206 |
| Variance | 1.167582275 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3620473484 | 32 | < 0.1% |
| -1.02294603 | 28 | < 0.1% |
| -0.04457458938 | 25 | < 0.1% |
| -0.07518616994 | 21 | < 0.1% |
| -0.3510751014 | 21 | < 0.1% |
| -1.57028828 | 16 | < 0.1% |
| -1.090180906 | 15 | < 0.1% |
| -0.6520966004 | 15 | < 0.1% |
| -0.5182587848 | 15 | < 0.1% |
| -0.5359027355 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -24.40318497 | 1 | |
| -22.18708856 | 2 | |
| -18.91324333 | 1 | |
| -18.27116817 | 1 | |
| -16.30353766 | 1 | |
| -16.25561175 | 1 | |
| -15.23996196 | 1 | |
| -15.23183337 | 1 | |
| -15.12416281 | 1 | |
| -14.74109638 | 1 |
| Value | Count | Frequency (%) |
| 15.33174156 | 1 | |
| 15.24568569 | 1 | |
| 13.81175777 | 1 | |
| 13.6444596 | 1 | |
| 13.24943301 | 1 | |
| 13.19822576 | 1 | |
| 13.16457086 | 1 | |
| 12.92514042 | 1 | |
| 12.84093186 | 1 | |
| 12.81617773 | 1 |
V11
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.003977415719 |
|---|---|
| Minimum | -4.682930548 |
| Maximum | 11.22847028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -4.682930548 |
|---|---|
| 5-th percentile | -1.576614801 |
| Q1 | -0.7658014692 |
| median | -0.03401506477 |
| Q3 | 0.7363230715 |
| 95-th percentile | 1.616469721 |
| Maximum | 11.22847028 |
| Range | 15.91140083 |
| Interquartile range (IQR) | 1.502124541 |
Descriptive statistics
| Standard deviation | 1.019696109 |
|---|---|
| Coefficient of variation (CV) | -256.371519 |
| Kurtosis | 1.344268504 |
| Mean | -0.003977415719 |
| Median Absolute Deviation (MAD) | 0.7508423067 |
| Skewness | 0.3191127905 |
| Sum | -397.7415719 |
| Variance | 1.039780156 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5895980404 | 32 | < 0.1% |
| -0.1914229727 | 28 | < 0.1% |
| -0.3567490185 | 25 | < 0.1% |
| 0.0635044576 | 21 | < 0.1% |
| 0.3296508837 | 21 | < 0.1% |
| 3.463017821 | 16 | < 0.1% |
| -0.1110879642 | 15 | < 0.1% |
| 0.4180026649 | 15 | < 0.1% |
| 1.606341951 | 15 | < 0.1% |
| 0.3328484176 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -4.682930548 | 1 | |
| -4.453852842 | 1 | |
| -4.339318655 | 1 | |
| -4.224788057 | 1 | |
| -4.034717859 | 1 | |
| -4.010267867 | 1 | |
| -3.881222482 | 1 | |
| -3.837485605 | 1 | |
| -3.790279772 | 1 | |
| -3.652206856 | 1 |
| Value | Count | Frequency (%) |
| 11.22847028 | 1 | |
| 11.02705909 | 1 | |
| 10.85301165 | 1 | |
| 10.44684681 | 1 | |
| 9.76987381 | 1 | |
| 9.659773031 | 1 | |
| 9.442665265 | 1 | |
| 9.421698969 | 1 | |
| 9.328799257 | 1 | |
| 9.179225309 | 1 |
V12
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.86085157 × 105 |
|---|---|
| Minimum | -18.68371463 |
| Maximum | 7.848392076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -18.68371463 |
|---|---|
| 5-th percentile | -1.971730327 |
| Q1 | -0.4047158112 |
| median | 0.1378110311 |
| Q3 | 0.6159065776 |
| 95-th percentile | 1.245350753 |
| Maximum | 7.848392076 |
| Range | 26.53210671 |
| Interquartile range (IQR) | 1.020622389 |
Descriptive statistics
| Standard deviation | 0.9939346141 |
|---|---|
| Coefficient of variation (CV) | 34742.61386 |
| Kurtosis | 19.78786082 |
| Mean | 2.86085157 × 105 |
| Median Absolute Deviation (MAD) | 0.505954137 |
| Skewness | -2.219871194 |
| Sum | 2.86085157 |
| Variance | 0.9879060171 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1747120531 | 32 | < 0.1% |
| 0.6310273415 | 28 | < 0.1% |
| -0.07345951735 | 25 | < 0.1% |
| 0.3505635733 | 21 | < 0.1% |
| 0.1835081206 | 21 | < 0.1% |
| 0.5384113631 | 16 | < 0.1% |
| 0.06265234746 | 15 | < 0.1% |
| -2.525492525 | 15 | < 0.1% |
| -0.3224369237 | 15 | < 0.1% |
| -0.2683187385 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -18.68371463 | 1 | |
| -18.55369701 | 1 | |
| -17.18291843 | 1 | |
| -17.15040525 | 1 | |
| -17.13130095 | 1 | |
| -16.38805417 | 1 | |
| -16.06030576 | 1 | |
| -15.96920752 | 1 | |
| -15.71760665 | 1 | |
| -15.47905248 | 1 |
| Value | Count | Frequency (%) |
| 7.848392076 | 1 | |
| 4.846452409 | 1 | |
| 4.472920584 | 1 | |
| 4.31807084 | 1 | |
| 4.242791466 | 1 | |
| 4.23001385 | 1 | |
| 4.192972996 | 1 | |
| 4.113493072 | 1 | |
| 4.072078461 | 1 | |
| 4.063529835 | 1 |
V13
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0003119694546 |
|---|---|
| Minimum | -5.791881206 |
| Maximum | 4.569008959 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -5.791881206 |
|---|---|
| 5-th percentile | -1.638515718 |
| Q1 | -0.6505675914 |
| median | -0.01134721283 |
| Q3 | 0.6613516649 |
| 95-th percentile | 1.603871655 |
| Maximum | 4.569008959 |
| Range | 10.36089016 |
| Interquartile range (IQR) | 1.311919256 |
Descriptive statistics
| Standard deviation | 0.9949752665 |
|---|---|
| Coefficient of variation (CV) | -3189.335532 |
| Kurtosis | 0.2075939234 |
| Mean | -0.0003119694546 |
| Median Absolute Deviation (MAD) | 0.6557350168 |
| Skewness | 0.05613621012 |
| Sum | -31.19694546 |
| Variance | 0.989975781 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6211270614 | 32 | < 0.1% |
| 0.03190727035 | 28 | < 0.1% |
| -0.5177596942 | 25 | < 0.1% |
| -0.1412383222 | 21 | < 0.1% |
| -0.272918545 | 21 | < 0.1% |
| -0.3780953845 | 16 | < 0.1% |
| 0.1660467739 | 15 | < 0.1% |
| -0.1434691546 | 15 | < 0.1% |
| -0.2384570315 | 15 | < 0.1% |
| -0.1276141958 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -5.791881206 | 1 | |
| -3.961757536 | 1 | |
| -3.848943149 | 1 | |
| -3.835617838 | 1 | |
| -3.816447623 | 1 | |
| -3.808723988 | 1 | |
| -3.794186847 | 1 | |
| -3.785719072 | 1 | |
| -3.76627374 | 1 | |
| -3.752082978 | 1 |
| Value | Count | Frequency (%) |
| 4.569008959 | 1 | |
| 4.316156232 | 1 | |
| 4.044577086 | 1 | |
| 3.904562358 | 1 | |
| 3.794110436 | 1 | |
| 3.789116208 | 1 | |
| 3.771394555 | 1 | |
| 3.758923088 | 1 | |
| 3.739365881 | 1 | |
| 3.733528863 | 1 |
V14
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006564374883 |
|---|---|
| Minimum | -18.04999769 |
| Maximum | 10.52676605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -18.04999769 |
|---|---|
| 5-th percentile | -1.430461725 |
| Q1 | -0.4185124371 |
| median | 0.05257197816 |
| Q3 | 0.4950743092 |
| 95-th percentile | 1.401921018 |
| Maximum | 10.52676605 |
| Range | 28.57676374 |
| Interquartile range (IQR) | 0.9135867463 |
Descriptive statistics
| Standard deviation | 0.9528502564 |
|---|---|
| Coefficient of variation (CV) | 145.1547593 |
| Kurtosis | 21.71461748 |
| Mean | 0.006564374883 |
| Median Absolute Deviation (MAD) | 0.4560603579 |
| Skewness | -1.817163297 |
| Sum | 656.4374883 |
| Variance | 0.9079236111 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.703512784 | 32 | < 0.1% |
| -0.03142538126 | 28 | < 0.1% |
| 0.4069689344 | 25 | < 0.1% |
| -0.5974366652 | 21 | < 0.1% |
| 0.6909716184 | 21 | < 0.1% |
| -3.04549518 | 16 | < 0.1% |
| 2.428011871 | 15 | < 0.1% |
| -1.154524296 | 15 | < 0.1% |
| 0.2157381385 | 15 | < 0.1% |
| -0.8682999609 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -18.04999769 | 1 | |
| -17.23020216 | 1 | |
| -15.62318733 | 1 | |
| -15.44502581 | 1 | |
| -15.29765619 | 1 | |
| -14.97947735 | 1 | |
| -14.95298104 | 1 | |
| -14.69072913 | 1 | |
| -14.55595721 | 1 | |
| -14.11615601 | 1 |
| Value | Count | Frequency (%) |
| 10.52676605 | 1 | |
| 7.754598748 | 1 | |
| 7.692208544 | 1 | |
| 7.439565532 | 1 | |
| 6.930376527 | 1 | |
| 6.881310398 | 1 | |
| 6.684590745 | 1 | |
| 6.641549869 | 1 | |
| 6.634483211 | 1 | |
| 6.603092736 | 1 |
V15
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00137183781 |
|---|---|
| Minimum | -4.15253176 |
| Maximum | 5.78451389 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -4.15253176 |
|---|---|
| 5-th percentile | -1.596569637 |
| Q1 | -0.5860232796 |
| median | 0.04456360468 |
| Q3 | 0.6512293429 |
| 95-th percentile | 1.373283529 |
| Maximum | 5.78451389 |
| Range | 9.937045649 |
| Interquartile range (IQR) | 1.237252623 |
Descriptive statistics
| Standard deviation | 0.9168035104 |
|---|---|
| Coefficient of variation (CV) | -668.3031357 |
| Kurtosis | 0.281122631 |
| Mean | -0.00137183781 |
| Median Absolute Deviation (MAD) | 0.6175773136 |
| Skewness | -0.306991889 |
| Sum | -137.183781 |
| Variance | 0.8405286767 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2719566102 | 32 | < 0.1% |
| 1.446626976 | 28 | < 0.1% |
| 1.124146923 | 25 | < 0.1% |
| 0.5838968103 | 21 | < 0.1% |
| 1.275257039 | 21 | < 0.1% |
| 1.468911143 | 16 | < 0.1% |
| 1.069355893 | 15 | < 0.1% |
| 1.157633714 | 15 | < 0.1% |
| 1.169787788 | 15 | < 0.1% |
| 1.128538982 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -4.15253176 | 1 | |
| -4.097947131 | 1 | |
| -4.025373127 | 1 | |
| -3.936008084 | 1 | |
| -3.885693538 | 1 | |
| -3.832618924 | 1 | |
| -3.793488718 | 1 | |
| -3.764747706 | 1 | |
| -3.743365177 | 1 | |
| -3.72600635 | 1 |
| Value | Count | Frequency (%) |
| 5.78451389 | 1 | |
| 5.720478632 | 1 | |
| 5.667667171 | 1 | |
| 4.858397949 | 1 | |
| 4.824577426 | 1 | |
| 4.765514439 | 1 | |
| 4.198582904 | 1 | |
| 4.153005564 | 1 | |
| 4.082145601 | 1 | |
| 3.898970538 | 1 |
V16
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002794249509 |
|---|---|
| Minimum | -13.25154198 |
| Maximum | 8.28988956 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -13.25154198 |
|---|---|
| 5-th percentile | -1.492372695 |
| Q1 | -0.4716811154 |
| median | 0.0616335167 |
| Q3 | 0.519216912 |
| 95-th percentile | 1.325563673 |
| Maximum | 8.28988956 |
| Range | 21.54143154 |
| Interquartile range (IQR) | 0.9908980274 |
Descriptive statistics
| Standard deviation | 0.8762853064 |
|---|---|
| Coefficient of variation (CV) | -313.6030993 |
| Kurtosis | 9.972666074 |
| Mean | -0.002794249509 |
| Median Absolute Deviation (MAD) | 0.4930348613 |
| Skewness | -1.105988084 |
| Sum | -279.4249509 |
| Variance | 0.7678759382 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3186880634 | 32 | < 0.1% |
| -0.1218203786 | 28 | < 0.1% |
| 0.3424697541 | 25 | < 0.1% |
| -0.371962125 | 21 | < 0.1% |
| 0.1786758365 | 21 | < 0.1% |
| -0.02974151433 | 16 | < 0.1% |
| -1.53234065 | 15 | < 0.1% |
| 0.8781749178 | 15 | < 0.1% |
| -0.2552305247 | 15 | < 0.1% |
| 0.7865060537 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -13.25154198 | 1 | |
| -12.44856234 | 1 | |
| -12.42796136 | 1 | |
| -12.391346 | 1 | |
| -12.37533374 | 1 | |
| -12.22718928 | 1 | |
| -12.14654014 | 1 | |
| -12.10560225 | 1 | |
| -11.91148302 | 1 | |
| -11.86673064 | 1 |
| Value | Count | Frequency (%) |
| 8.28988956 | 1 | |
| 6.442797901 | 1 | |
| 5.562387814 | 1 | |
| 5.477283428 | 1 | |
| 5.196516056 | 1 | |
| 5.018005406 | 1 | |
| 5.000095887 | 1 | |
| 4.734321498 | 1 | |
| 4.720958761 | 1 | |
| 4.53127503 | 1 |
V17
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.563775149 × 105 |
|---|---|
| Minimum | -25.16279937 |
| Maximum | 7.893392532 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -25.16279937 |
|---|---|
| 5-th percentile | -0.98072926 |
| Q1 | -0.4827173173 |
| median | -0.06617546904 |
| Q3 | 0.3968656316 |
| 95-th percentile | 1.267274415 |
| Maximum | 7.893392532 |
| Range | 33.0561919 |
| Interquartile range (IQR) | 0.8795829489 |
Descriptive statistics
| Standard deviation | 0.8439275263 |
|---|---|
| Coefficient of variation (CV) | -32917.3768 |
| Kurtosis | 105.8244839 |
| Mean | -2.563775149 × 105 |
| Median Absolute Deviation (MAD) | 0.4370274585 |
| Skewness | -4.095252185 |
| Sum | -2.563775149 |
| Variance | 0.7122136696 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5493651287 | 32 | < 0.1% |
| -0.651405237 | 28 | < 0.1% |
| -0.3746564401 | 25 | < 0.1% |
| -0.6019568028 | 21 | < 0.1% |
| 0.4738982783 | 21 | < 0.1% |
| 3.664588481 | 16 | < 0.1% |
| 1.822234493 | 15 | < 0.1% |
| 0.5369175197 | 15 | < 0.1% |
| -1.072084985 | 15 | < 0.1% |
| 0.316435261 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -25.16279937 | 1 | |
| -22.88399858 | 1 | |
| -22.66790541 | 1 | |
| -22.60886819 | 1 | |
| -22.54165173 | 1 | |
| -21.71018765 | 1 | |
| -21.67398671 | 1 | |
| -21.58515214 | 1 | |
| -21.33819509 | 1 | |
| -20.29921651 | 1 |
| Value | Count | Frequency (%) |
| 7.893392532 | 1 | |
| 7.343069613 | 1 | |
| 7.297706446 | 1 | |
| 7.293107795 | 1 | |
| 6.669376499 | 1 | |
| 6.627797769 | 1 | |
| 6.609365809 | 1 | |
| 6.513391707 | 1 | |
| 6.50927165 | 1 | |
| 6.431679997 | 1 |
V18
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0003994363091 |
|---|---|
| Minimum | -9.498745921 |
| Maximum | 5.041069185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -9.498745921 |
|---|---|
| 5-th percentile | -1.352390377 |
| Q1 | -0.4978023362 |
| median | -0.004396546749 |
| Q3 | 0.4992059939 |
| 95-th percentile | 1.395691651 |
| Maximum | 5.041069185 |
| Range | 14.53981511 |
| Interquartile range (IQR) | 0.9970083301 |
Descriptive statistics
| Standard deviation | 0.8381810153 |
|---|---|
| Coefficient of variation (CV) | -2098.409674 |
| Kurtosis | 2.96113677 |
| Mean | -0.0003994363091 |
| Median Absolute Deviation (MAD) | 0.4977718962 |
| Skewness | -0.2891891541 |
| Sum | -39.94363091 |
| Variance | 0.7025474144 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2577858579 | 32 | < 0.1% |
| 0.6179704765 | 28 | < 0.1% |
| -0.4389924324 | 25 | < 0.1% |
| -0.05264014626 | 21 | < 0.1% |
| -0.4988497987 | 21 | < 0.1% |
| -0.1051895888 | 16 | < 0.1% |
| -1.963373148 | 15 | < 0.1% |
| 0.4851104315 | 15 | < 0.1% |
| 0.7128730126 | 15 | < 0.1% |
| 0.587856253 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -9.498745921 | 1 | |
| -9.287832214 | 1 | |
| -9.264608733 | 1 | |
| -9.090892061 | 1 | |
| -9.042845151 | 1 | |
| -8.859451925 | 1 | |
| -8.398551995 | 1 | |
| -8.314092312 | 1 | |
| -8.06120799 | 1 | |
| -8.045435716 | 1 |
| Value | Count | Frequency (%) |
| 5.041069185 | 1 | |
| 4.712397566 | 1 | |
| 4.115559919 | 1 | |
| 4.029395421 | 1 | |
| 3.832711791 | 1 | |
| 3.801864513 | 1 | |
| 3.769689909 | 1 | |
| 3.74060167 | 1 | |
| 3.72847733 | 1 | |
| 3.66446042 | 1 |
V19
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003147736691 |
|---|---|
| Minimum | -7.21352743 |
| Maximum | 4.891062441 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -7.21352743 |
|---|---|
| 5-th percentile | -1.353955937 |
| Q1 | -0.453254747 |
| median | 0.006248822504 |
| Q3 | 0.4628273392 |
| 95-th percentile | 1.291048155 |
| Maximum | 4.891062441 |
| Range | 12.10458987 |
| Interquartile range (IQR) | 0.9160820862 |
Descriptive statistics
| Standard deviation | 0.8152259684 |
|---|---|
| Coefficient of variation (CV) | 258.9879804 |
| Kurtosis | 1.787861996 |
| Mean | 0.003147736691 |
| Median Absolute Deviation (MAD) | 0.4581293164 |
| Skewness | 0.09219573505 |
| Sum | 314.7736691 |
| Variance | 0.6645933795 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01625612798 | 32 | < 0.1% |
| 0.9276000446 | 28 | < 0.1% |
| -0.116090785 | 25 | < 0.1% |
| -0.1400986848 | 21 | < 0.1% |
| -0.3305904484 | 21 | < 0.1% |
| -2.097944321 | 16 | < 0.1% |
| -2.149184768 | 15 | < 0.1% |
| 0.006773555225 | 15 | < 0.1% |
| 0.2713148852 | 15 | < 0.1% |
| 0.04935008318 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -7.21352743 | 1 | |
| -6.938297318 | 1 | |
| -4.676092279 | 1 | |
| -4.395282985 | 1 | |
| -4.289381664 | 1 | |
| -4.278667113 | 1 | |
| -4.223961155 | 1 | |
| -4.171707305 | 1 | |
| -4.051538214 | 1 | |
| -4.038451245 | 1 |
| Value | Count | Frequency (%) |
| 4.891062441 | 1 | |
| 4.801122553 | 1 | |
| 4.703263246 | 1 | |
| 4.547377826 | 1 | |
| 4.475126909 | 1 | |
| 4.369712349 | 1 | |
| 4.349482848 | 1 | |
| 4.270930995 | 1 | |
| 4.261866766 | 1 | |
| 4.211090543 | 1 |
V20
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001199056244 |
|---|---|
| Minimum | -28.00963533 |
| Maximum | 39.42090425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -28.00963533 |
|---|---|
| 5-th percentile | -0.5589893914 |
| Q1 | -0.2117614553 |
| median | -0.06127293208 |
| Q3 | 0.1340508689 |
| 95-th percentile | 0.8349375911 |
| Maximum | 39.42090425 |
| Range | 67.43053958 |
| Interquartile range (IQR) | 0.3458123241 |
Descriptive statistics
| Standard deviation | 0.7893673943 |
|---|---|
| Coefficient of variation (CV) | -658.3239098 |
| Kurtosis | 275.3145104 |
| Mean | -0.001199056244 |
| Median Absolute Deviation (MAD) | 0.1691814807 |
| Skewness | -0.6537713193 |
| Sum | -119.9056244 |
| Variance | 0.6231008832 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1874207884 | 32 | < 0.1% |
| 0.005756655419 | 28 | < 0.1% |
| -0.1320797243 | 25 | < 0.1% |
| -0.1207140343 | 21 | < 0.1% |
| -0.1803701186 | 21 | < 0.1% |
| -0.1675554163 | 16 | < 0.1% |
| 0.0536071193 | 15 | < 0.1% |
| -0.2524967714 | 15 | < 0.1% |
| 0.1560890111 | 15 | < 0.1% |
| 0.04521744119 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -28.00963533 | 1 | |
| -25.22234524 | 1 | |
| -21.53382174 | 1 | |
| -21.38712193 | 1 | |
| -21.02827171 | 1 | |
| -21.02481709 | 1 | |
| -20.20794018 | 1 | |
| -20.09791836 | 1 | |
| -20.01064109 | 1 | |
| -19.90261079 | 1 |
| Value | Count | Frequency (%) |
| 39.42090425 | 1 | |
| 38.11720913 | 1 | |
| 26.23739079 | 1 | |
| 17.14105236 | 1 | |
| 16.75644793 | 1 | |
| 16.17853495 | 1 | |
| 15.36259431 | 1 | |
| 15.08213486 | 1 | |
| 13.65764654 | 1 | |
| 13.53072108 | 1 |
V21
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.003943637297 |
|---|---|
| Minimum | -34.83038214 |
| Maximum | 27.20283916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -34.83038214 |
|---|---|
| 5-th percentile | -0.5076118679 |
| Q1 | -0.2300485745 |
| median | -0.0305212163 |
| Q3 | 0.1840437558 |
| 95-th percentile | 0.5357257773 |
| Maximum | 27.20283916 |
| Range | 62.0332213 |
| Interquartile range (IQR) | 0.4140923303 |
Descriptive statistics
| Standard deviation | 0.7461629124 |
|---|---|
| Coefficient of variation (CV) | -189.2067795 |
| Kurtosis | 246.8932856 |
| Mean | -0.003943637297 |
| Median Absolute Deviation (MAD) | 0.2058805416 |
| Skewness | 3.180899296 |
| Sum | -394.3637297 |
| Variance | 0.5567590918 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3611580366 | 32 | < 0.1% |
| -0.06420828148 | 28 | < 0.1% |
| -0.262580846 | 25 | < 0.1% |
| -0.3523338005 | 21 | < 0.1% |
| 0.2697649514 | 21 | < 0.1% |
| -0.04023759275 | 16 | < 0.1% |
| 0.007342802666 | 15 | < 0.1% |
| -0.2074324045 | 15 | < 0.1% |
| 0.03151077795 | 15 | < 0.1% |
| -0.1918199828 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -34.83038214 | 1 | |
| -22.88934704 | 1 | |
| -21.45373628 | 1 | |
| -20.26205434 | 1 | |
| -15.79014164 | 1 | |
| -14.05880959 | 1 | |
| -14.0451851 | 1 | |
| -14.01798847 | 1 | |
| -13.99084226 | 1 | |
| -13.96373133 | 1 |
| Value | Count | Frequency (%) |
| 27.20283916 | 3 | |
| 22.58898947 | 1 | < 0.1% |
| 22.58067527 | 1 | < 0.1% |
| 22.56568024 | 1 | < 0.1% |
| 19.33082993 | 1 | < 0.1% |
| 19.28360182 | 1 | < 0.1% |
| 19.27597605 | 1 | < 0.1% |
| 19.26345838 | 1 | < 0.1% |
| 16.66646549 | 1 | < 0.1% |
| 16.28366237 | 1 | < 0.1% |
V22
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001612425137 |
|---|---|
| Minimum | -10.9331437 |
| Maximum | 10.50309009 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -10.9331437 |
|---|---|
| 5-th percentile | -1.084950663 |
| Q1 | -0.5418146232 |
| median | 0.004857786785 |
| Q3 | 0.5273255965 |
| 95-th percentile | 1.129182235 |
| Maximum | 10.50309009 |
| Range | 21.43623379 |
| Interquartile range (IQR) | 1.06914022 |
Descriptive statistics
| Standard deviation | 0.7276378214 |
|---|---|
| Coefficient of variation (CV) | -451.2692124 |
| Kurtosis | 3.772674055 |
| Mean | -0.001612425137 |
| Median Absolute Deviation (MAD) | 0.535383649 |
| Skewness | -0.2532158772 |
| Sum | -161.2425137 |
| Variance | 0.5294567992 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.9842619492 | 32 | < 0.1% |
| -0.08058707745 | 28 | < 0.1% |
| -0.8162637632 | 25 | < 0.1% |
| -0.9969367748 | 21 | < 0.1% |
| 0.8446266468 | 21 | < 0.1% |
| 0.09617157396 | 16 | < 0.1% |
| 0.2787432829 | 15 | < 0.1% |
| -0.6924166842 | 15 | < 0.1% |
| 0.2508856951 | 15 | < 0.1% |
| -0.6501177955 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -10.9331437 | 1 | < 0.1% |
| -9.499422964 | 1 | < 0.1% |
| -8.887017141 | 3 | |
| -8.527144872 | 1 | < 0.1% |
| -8.454599243 | 1 | < 0.1% |
| -8.420245605 | 1 | < 0.1% |
| -7.105990062 | 1 | < 0.1% |
| -6.49761626 | 1 | < 0.1% |
| -6.320709562 | 1 | < 0.1% |
| -6.152177127 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.50309009 | 1 | |
| 8.361985192 | 1 | |
| 7.248762607 | 1 | |
| 5.894330179 | 1 | |
| 5.805795145 | 1 | |
| 4.753500893 | 1 | |
| 4.509682388 | 1 | |
| 4.342861193 | 1 | |
| 4.295616295 | 1 | |
| 4.23953931 | 1 |
V23
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0002346220468 |
|---|---|
| Minimum | -30.26972001 |
| Maximum | 22.08354487 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -30.26972001 |
|---|---|
| 5-th percentile | -0.4732104935 |
| Q1 | -0.1615715563 |
| median | -0.01031762473 |
| Q3 | 0.1471240717 |
| 95-th percentile | 0.487700346 |
| Maximum | 22.08354487 |
| Range | 52.35326488 |
| Interquartile range (IQR) | 0.308695628 |
Descriptive statistics
| Standard deviation | 0.6308526312 |
|---|---|
| Coefficient of variation (CV) | -2688.803716 |
| Kurtosis | 335.2809551 |
| Mean | -0.0002346220468 |
| Median Absolute Deviation (MAD) | 0.1540744792 |
| Skewness | -5.008517849 |
| Sum | -23.46220468 |
| Variance | 0.3979750424 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3541980943 | 32 | < 0.1% |
| -0.07299107927 | 28 | < 0.1% |
| 0.140304302 | 25 | < 0.1% |
| 0.363484906 | 21 | < 0.1% |
| 0.02067466769 | 21 | < 0.1% |
| -0.09254896958 | 16 | < 0.1% |
| -0.3315996894 | 15 | < 0.1% |
| -0.02733678719 | 15 | < 0.1% |
| -0.1185975116 | 15 | < 0.1% |
| -0.1140694638 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -30.26972001 | 1 | |
| -25.35674425 | 1 | |
| -23.22201631 | 1 | |
| -22.57500044 | 1 | |
| -22.4591702 | 1 | |
| -21.30366576 | 1 | |
| -20.79442223 | 1 | |
| -19.25432762 | 1 | |
| -18.22729549 | 1 | |
| -17.21581496 | 1 |
| Value | Count | Frequency (%) |
| 22.08354487 | 1 | |
| 19.00294182 | 1 | |
| 18.94673404 | 1 | |
| 17.7684618 | 1 | |
| 17.29784508 | 1 | |
| 16.72281598 | 1 | |
| 15.62606698 | 1 | |
| 13.94456738 | 1 | |
| 13.32111375 | 1 | |
| 12.57646894 | 1 |
V24
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0001570192666 |
|---|---|
| Minimum | -2.822683592 |
| Maximum | 4.016341817 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -2.822683592 |
|---|---|
| 5-th percentile | -1.139503276 |
| Q1 | -0.3528386575 |
| median | 0.04060977983 |
| Q3 | 0.4389261503 |
| 95-th percentile | 0.8635593703 |
| Maximum | 4.016341817 |
| Range | 6.839025409 |
| Interquartile range (IQR) | 0.7917648078 |
Descriptive statistics
| Standard deviation | 0.6041752639 |
|---|---|
| Coefficient of variation (CV) | 3847.7779 |
| Kurtosis | 0.6033016038 |
| Mean | 0.0001570192666 |
| Median Absolute Deviation (MAD) | 0.3960883445 |
| Skewness | -0.5584509927 |
| Sum | 15.70192666 |
| Variance | 0.3650277495 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6207093385 | 32 | < 0.1% |
| 1.01813597 | 28 | < 0.1% |
| 0.3578272493 | 25 | < 0.1% |
| 0.7262118838 | 21 | < 0.1% |
| 0.6048265698 | 21 | < 0.1% |
| -1.345663706 | 16 | < 0.1% |
| 0.8914796679 | 15 | < 0.1% |
| 1.00995228 | 15 | < 0.1% |
| -0.7088033426 | 15 | < 0.1% |
| 0.9159355995 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -2.822683592 | 1 | |
| -2.814897636 | 1 | |
| -2.78961381 | 1 | |
| -2.776600389 | 1 | |
| -2.766637615 | 1 | |
| -2.752263399 | 1 | |
| -2.74114685 | 1 | |
| -2.732373482 | 1 | |
| -2.728650099 | 1 | |
| -2.718023955 | 1 |
| Value | Count | Frequency (%) |
| 4.016341817 | 1 | |
| 3.99064595 | 1 | |
| 3.948061498 | 1 | |
| 3.695502946 | 1 | |
| 3.679740462 | 1 | |
| 3.664552186 | 1 | |
| 3.633398641 | 1 | |
| 3.569701805 | 1 | |
| 3.568682739 | 1 | |
| 3.563213966 | 1 |
V25
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0003303166694 |
|---|---|
| Minimum | -7.081325346 |
| Maximum | 6.070850384 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -7.081325346 |
|---|---|
| 5-th percentile | -0.825595639 |
| Q1 | -0.316102901 |
| median | 0.01515915583 |
| Q3 | 0.350548688 |
| 95-th percentile | 0.757490928 |
| Maximum | 6.070850384 |
| Range | 13.15217573 |
| Interquartile range (IQR) | 0.666651589 |
Descriptive statistics
| Standard deviation | 0.520542295 |
|---|---|
| Coefficient of variation (CV) | -1575.888665 |
| Kurtosis | 3.959255178 |
| Mean | -0.0003303166694 |
| Median Absolute Deviation (MAD) | 0.3331180529 |
| Skewness | -0.4113395335 |
| Sum | -33.03166694 |
| Variance | 0.2709642809 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2971378761 | 32 | < 0.1% |
| 0.6635747725 | 28 | < 0.1% |
| 0.1864229457 | 25 | < 0.1% |
| -0.2645595863 | 21 | < 0.1% |
| 0.366624307 | 21 | < 0.1% |
| 0.5103049571 | 16 | < 0.1% |
| 0.2337301799 | 15 | < 0.1% |
| 0.7302403643 | 15 | < 0.1% |
| 0.3930317048 | 15 | < 0.1% |
| 0.7300730401 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -7.081325346 | 1 | |
| -7.025783182 | 1 | |
| -6.429333989 | 1 | |
| -6.035054268 | 1 | |
| -4.93074976 | 1 | |
| -4.781605522 | 1 | |
| -4.547278074 | 1 | |
| -4.54106873 | 1 | |
| -4.221212028 | 1 | |
| -4.12988471 | 1 |
| Value | Count | Frequency (%) |
| 6.070850384 | 1 | |
| 5.541597595 | 1 | |
| 5.521139565 | 1 | |
| 5.376594958 | 1 | |
| 4.881207473 | 1 | |
| 4.513680845 | 1 | |
| 4.381129115 | 1 | |
| 3.655825956 | 1 | |
| 3.624652046 | 1 | |
| 3.347936227 | 1 |
V26
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0002405585695 |
|---|---|
| Minimum | -2.604550553 |
| Maximum | 3.517345612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -2.604550553 |
|---|---|
| 5-th percentile | -0.6973355785 |
| Q1 | -0.3266436385 |
| median | -0.05155133845 |
| Q3 | 0.2408806157 |
| 95-th percentile | 0.9209796954 |
| Maximum | 3.517345612 |
| Range | 6.121896164 |
| Interquartile range (IQR) | 0.5675242541 |
Descriptive statistics
| Standard deviation | 0.4824919182 |
|---|---|
| Coefficient of variation (CV) | 2005.714946 |
| Kurtosis | 0.981440019 |
| Mean | 0.0002405585695 |
| Median Absolute Deviation (MAD) | 0.2803374777 |
| Skewness | 0.5860112203 |
| Sum | 24.05585695 |
| Variance | 0.2327984512 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667356343 | 32 | < 0.1% |
| -0.6713228443 | 28 | < 0.1% |
| 0.09654447079 | 25 | < 0.1% |
| -0.398827515 | 21 | < 0.1% |
| 0.2196706474 | 21 | < 0.1% |
| -0.1826735225 | 16 | < 0.1% |
| -0.8244705574 | 15 | < 0.1% |
| 0.3840134458 | 15 | < 0.1% |
| -0.2315446526 | 15 | < 0.1% |
| 0.3838794176 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -2.604550553 | 1 | |
| -2.534329721 | 1 | |
| -1.855355338 | 1 | |
| -1.77357484 | 1 | |
| -1.726927874 | 1 | |
| -1.652532529 | 1 | |
| -1.601741779 | 1 | |
| -1.595356651 | 1 | |
| -1.577118176 | 1 | |
| -1.513371582 | 1 |
| Value | Count | Frequency (%) |
| 3.517345612 | 1 | |
| 3.155327473 | 1 | |
| 3.087444274 | 1 | |
| 3.067907431 | 1 | |
| 3.033585806 | 1 | |
| 3.004455392 | 1 | |
| 2.992947231 | 1 | |
| 2.99121013 | 1 | |
| 2.952839575 | 1 | |
| 2.91782295 | 1 |
V27
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0003957927196 |
|---|---|
| Minimum | -9.895244048 |
| Maximum | 12.15240111 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -9.895244048 |
|---|---|
| 5-th percentile | -0.4133458572 |
| Q1 | -0.07125285247 |
| median | 0.001030326699 |
| Q3 | 0.09109524898 |
| 95-th percentile | 0.3875939435 |
| Maximum | 12.15240111 |
| Range | 22.04764515 |
| Interquartile range (IQR) | 0.1623481015 |
Descriptive statistics
| Standard deviation | 0.4004327425 |
|---|---|
| Coefficient of variation (CV) | -1011.723366 |
| Kurtosis | 94.98112154 |
| Mean | -0.0003957927196 |
| Median Absolute Deviation (MAD) | 0.07834880665 |
| Skewness | -2.134024473 |
| Sum | -39.57927196 |
| Variance | 0.1603463813 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.06829900993 | 32 | < 0.1% |
| 0.09680094523 | 28 | < 0.1% |
| -0.03586631529 | 25 | < 0.1% |
| -0.03920945159 | 21 | < 0.1% |
| 0.02773512151 | 21 | < 0.1% |
| 0.1070583025 | 16 | < 0.1% |
| 0.01163299465 | 15 | < 0.1% |
| 0.2413052126 | 15 | < 0.1% |
| -0.02846527247 | 15 | < 0.1% |
| -0.03190230409 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -9.895244048 | 1 | |
| -9.544855375 | 1 | |
| -9.390979796 | 1 | |
| -8.703067823 | 1 | |
| -8.567637738 | 1 | |
| -8.358316638 | 1 | |
| -7.976099818 | 1 | |
| -7.764146772 | 1 | |
| -7.263482146 | 2 | |
| -7.144717172 | 1 |
| Value | Count | Frequency (%) |
| 12.15240111 | 1 | |
| 10.13559735 | 1 | |
| 9.879903026 | 1 | |
| 9.200882567 | 1 | |
| 8.70897234 | 1 | |
| 8.104297442 | 1 | |
| 7.126343227 | 1 | |
| 6.578848594 | 1 | |
| 6.267709089 | 1 | |
| 6.250240044 | 1 |
V28
Real number (ℝ)
| Distinct | 98249 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0003628173123 |
|---|---|
| Minimum | -8.464609243 |
| Maximum | 33.84780782 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -8.464609243 |
|---|---|
| 5-th percentile | -0.3162342886 |
| Q1 | -0.05316066014 |
| median | 0.01125536747 |
| Q3 | 0.07747844547 |
| 95-th percentile | 0.2566208679 |
| Maximum | 33.84780782 |
| Range | 42.31241706 |
| Interquartile range (IQR) | 0.1306391056 |
Descriptive statistics
| Standard deviation | 0.3426667961 |
|---|---|
| Coefficient of variation (CV) | 944.4609848 |
| Kurtosis | 1392.852517 |
| Mean | 0.0003628173123 |
| Median Absolute Deviation (MAD) | 0.06505331462 |
| Skewness | 17.23860957 |
| Sum | 36.28173123 |
| Variance | 0.1174205331 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02958470284 | 32 | < 0.1% |
| 0.02869687829 | 28 | < 0.1% |
| 0.01849457297 | 25 | < 0.1% |
| -0.0427869554 | 21 | < 0.1% |
| -0.06028215108 | 21 | < 0.1% |
| 0.07181800295 | 16 | < 0.1% |
| 0.03612330941 | 15 | < 0.1% |
| -0.02035863786 | 15 | < 0.1% |
| 0.005579101072 | 15 | < 0.1% |
| 0.0298493414 | 14 | < 0.1% |
| Other values (98239) | 99798 |
| Value | Count | Frequency (%) |
| -8.464609243 | 1 | |
| -8.424041001 | 1 | |
| -8.307955487 | 1 | |
| -8.232487861 | 1 | |
| -6.390337595 | 1 | |
| -6.172258584 | 1 | |
| -6.129244552 | 1 | |
| -5.944923121 | 1 | |
| -5.897036219 | 1 | |
| -5.839729492 | 1 |
| Value | Count | Frequency (%) |
| 33.84780782 | 1 | |
| 16.12960914 | 1 | |
| 15.94215098 | 1 | |
| 15.7696356 | 1 | |
| 15.64913396 | 1 | |
| 15.61904147 | 1 | |
| 15.52264869 | 1 | |
| 15.37494933 | 1 | |
| 14.04630134 | 1 | |
| 13.01354589 | 1 |
Amount
Real number (ℝ≥0)
| Distinct | 19112 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.835153 |
|---|---|
| Minimum | 0 |
| Maximum | 19656.53 |
| Zeros | 623 |
| Zeros (%) | 0.6% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.98 |
| Q1 | 5.84 |
| median | 22.3 |
| Q3 | 77.7 |
| 95-th percentile | 367.081 |
| Maximum | 19656.53 |
| Range | 19656.53 |
| Interquartile range (IQR) | 71.86 |
Descriptive statistics
| Standard deviation | 254.5234998 |
|---|---|
| Coefficient of variation (CV) | 2.86512142 |
| Kurtosis | 851.0277796 |
| Mean | 88.835153 |
| Median Absolute Deviation (MAD) | 20.51 |
| Skewness | 18.08276629 |
| Sum | 8883515.3 |
| Variance | 64782.21193 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4704 | 4.7% |
| 1.98 | 2146 | 2.1% |
| 0.89 | 1674 | 1.7% |
| 9.99 | 1623 | 1.6% |
| 15 | 1137 | 1.1% |
| 10 | 1029 | 1.0% |
| 0.76 | 1022 | 1.0% |
| 1.29 | 998 | 1.0% |
| 1.79 | 964 | 1.0% |
| 0.99 | 804 | 0.8% |
| Other values (19102) | 83899 |
| Value | Count | Frequency (%) |
| 0 | 623 | |
| 0.01 | 257 | |
| 0.02 | 31 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.05 | 12 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 2 | < 0.1% |
| 0.08 | 3 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19656.53 | 1 | |
| 18910 | 1 | |
| 12910.93 | 1 | |
| 8790.26 | 1 | |
| 8360 | 1 | |
| 7766.6 | 1 | |
| 7712.43 | 1 | |
| 6950.51 | 1 | |
| 6900.47 | 1 | |
| 6828 | 1 |
Class
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 MiB |
| 0 | |
|---|---|
| 1 | 151 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 100000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 99849 | |
| 1 | 151 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 99849 | |
| 1 | 151 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 99849 | |
| 1 | 151 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 100000 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 99849 | |
| 1 | 151 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 100000 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 99849 | |
| 1 | 151 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100000 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 99849 | |
| 1 | 151 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10855 | 18566.0 | 1.249366 | 0.259922 | 0.505973 | 1.326966 | -0.055465 | -0.015667 | -0.156832 | -0.104244 | 1.838193 | -0.540900 | -0.515372 | -2.265765 | 1.720733 | 1.321848 | -0.832459 | -0.053533 | 0.352782 | -0.000203 | 0.162164 | -0.162111 | -0.473250 | -0.940948 | -0.053271 | -0.525908 | 0.584290 | -0.532133 | 0.011573 | 0.013828 | 10.66 | 0 |
| 1 | 273816 | 165711.0 | 0.141465 | 0.586145 | 0.320174 | -0.985773 | 0.563376 | -0.408230 | 0.378814 | -0.879722 | -0.251518 | -0.588785 | 0.548288 | 0.836779 | -0.288234 | 0.517356 | -1.164976 | 0.433974 | -0.840062 | -0.398727 | -0.402540 | -0.367963 | 0.476321 | -1.138053 | -0.269271 | -0.399267 | 0.821911 | 0.220199 | 0.069809 | 0.188908 | 0.89 | 0 |
| 2 | 17708 | 28859.0 | 1.331510 | -0.778752 | 1.486884 | -0.541383 | -1.963501 | -0.721183 | -1.343324 | 0.038817 | -0.141595 | 0.593559 | -0.110318 | -0.704357 | -0.013170 | -0.535506 | 1.330147 | 1.624687 | 0.088871 | -0.699936 | -0.018364 | 0.063910 | 0.451776 | 1.252000 | -0.035464 | 0.758122 | 0.259750 | -0.061798 | 0.056184 | 0.035587 | 9.99 | 0 |
| 3 | 111845 | 72393.0 | -0.557169 | 0.712440 | -0.601470 | -1.652010 | 2.618591 | 3.237918 | 0.618573 | 0.487756 | -0.014197 | 0.194115 | -0.232598 | -0.350644 | -0.167243 | -0.030643 | 0.485237 | 0.554766 | -1.286373 | 0.132240 | -0.494250 | 0.041162 | -0.024861 | -0.030212 | -0.212911 | 1.027933 | -0.060787 | 0.136017 | -0.259648 | -0.133428 | 50.00 | 0 |
| 4 | 203143 | 134671.0 | 2.279457 | -0.552937 | -2.426203 | -0.808606 | -0.042905 | -1.997751 | 0.410793 | -0.637362 | -0.815361 | 0.986223 | -0.976930 | -1.519283 | -1.706625 | 0.760020 | -0.367768 | 0.127663 | 0.650511 | -1.573541 | 0.753607 | -0.162032 | 0.464995 | 1.340944 | -0.216020 | 0.106957 | 0.706699 | 0.301992 | -0.107306 | -0.094886 | 20.00 | 0 |
| 5 | 135018 | 81073.0 | 1.198770 | 0.209336 | 0.087321 | 1.002979 | 0.011673 | -0.304272 | 0.101617 | -0.033476 | 0.113486 | -0.013489 | -0.618930 | -0.236420 | -0.693955 | 0.545848 | 1.280426 | -0.102403 | -0.235733 | -0.390226 | -0.593190 | -0.182660 | 0.031537 | 0.107129 | -0.117423 | -0.293252 | 0.632656 | -0.275446 | 0.022277 | 0.014175 | 18.43 | 0 |
| 6 | 81415 | 58922.0 | -0.298067 | 0.941754 | 1.180773 | 0.670404 | 0.165205 | -0.706999 | 1.091801 | -0.187288 | -0.491954 | -0.529333 | -0.737195 | 0.156315 | 0.059453 | 0.091544 | -0.209058 | -0.512534 | -0.100841 | -0.283283 | 0.053675 | -0.016865 | 0.062091 | 0.252905 | -0.216221 | 0.411060 | 0.430908 | -0.319319 | 0.025450 | 0.022515 | 40.39 | 0 |
| 7 | 266449 | 162335.0 | -0.080088 | 1.209548 | -0.654198 | -0.825806 | 1.194185 | -0.262705 | 0.896738 | 0.037031 | -0.188485 | -0.375846 | 0.751877 | 0.790687 | 0.666373 | -1.050536 | -0.966732 | 0.603182 | -0.091036 | 0.323759 | 0.191561 | 0.211149 | -0.342070 | -0.769953 | 0.026624 | 0.105119 | -0.319618 | 0.124304 | 0.328975 | 0.130489 | 1.78 | 0 |
| 8 | 34983 | 37906.0 | 1.426281 | -0.670106 | -0.324646 | -0.676844 | -0.621607 | -0.654032 | -0.365963 | -0.154709 | -0.446326 | 0.619765 | -1.530953 | -1.668454 | -1.542606 | 0.094702 | 0.018377 | 0.851801 | 0.415280 | -1.176598 | 1.132398 | 0.023200 | 0.093550 | 0.181891 | -0.273757 | -0.448720 | 0.832222 | -0.010311 | -0.026975 | -0.003185 | 40.00 | 0 |
| 9 | 212551 | 138903.0 | 1.725119 | -0.187645 | -1.338985 | 2.707382 | 2.189907 | 4.628924 | -0.992509 | 1.157300 | -0.640724 | 1.419511 | -0.445579 | -0.249690 | 0.046245 | 0.115479 | 0.354826 | 1.337069 | -1.177650 | 0.010958 | -2.037529 | -0.044015 | 0.237479 | 0.437873 | 0.182931 | 0.672332 | -0.269435 | 0.010152 | 0.014370 | -0.024198 | 78.02 | 0 |
Last rows
| df_index | Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99990 | 146471 | 87721.0 | -0.384951 | 0.703363 | -0.088541 | -0.726257 | 1.086167 | -0.871655 | 0.737675 | -0.132756 | 0.191861 | -0.067167 | -1.425386 | 0.121284 | 0.435540 | -0.048264 | -0.299478 | 0.021539 | -0.629897 | -0.669652 | 0.093219 | 0.069611 | -0.345561 | -0.691753 | -0.056499 | -0.706485 | -0.359343 | 0.194080 | 0.406423 | 0.132596 | 1.29 | 0 |
| 99991 | 242545 | 151538.0 | 1.883177 | -0.328223 | -1.161611 | 0.478970 | -0.184154 | -1.093286 | 0.298735 | -0.341752 | 0.503751 | 0.018712 | -0.660254 | 0.553051 | 0.246641 | 0.267064 | 0.079747 | -0.160164 | -0.238833 | -0.961449 | 0.044911 | -0.040132 | -0.227981 | -0.708025 | 0.267154 | -0.004019 | -0.340052 | 0.191083 | -0.083107 | -0.044773 | 89.99 | 0 |
| 99992 | 15752 | 27187.0 | 1.066835 | 0.172520 | 1.399659 | 2.529089 | -0.551285 | 0.684303 | -0.603779 | 0.297337 | -0.210498 | 0.637550 | 0.542415 | 1.033230 | 0.552805 | -0.339992 | -1.035885 | 0.890492 | -0.815380 | 0.340305 | -0.439079 | -0.065531 | -0.037753 | -0.009266 | -0.031686 | 0.020534 | 0.322130 | -0.044724 | 0.038293 | 0.026991 | 20.71 | 0 |
| 99993 | 107424 | 70427.0 | -3.288343 | 2.411038 | 1.245300 | -0.592118 | -0.490608 | -0.374124 | 1.050702 | -0.697972 | 3.342480 | 4.394340 | -0.160860 | 0.144948 | 0.439963 | -2.341009 | 0.124635 | -0.745562 | -0.684112 | -0.405701 | -0.272140 | 1.909909 | -0.544512 | 0.530132 | -0.271074 | 0.433495 | 0.494531 | 0.399200 | 0.977672 | 0.451351 | 29.99 | 0 |
| 99994 | 240994 | 150836.0 | -0.381990 | 0.319656 | -0.206536 | 0.139799 | 0.882558 | 0.112303 | 1.486073 | -0.089126 | -0.433339 | -0.553314 | -1.726573 | -0.851897 | -0.579220 | 0.465080 | 0.393399 | 0.247473 | -0.923699 | 0.512780 | -0.617275 | 0.218118 | 0.389569 | 0.762364 | 0.037188 | -0.011079 | 0.446729 | -0.438364 | -0.008630 | 0.053014 | 177.41 | 0 |
| 99995 | 62913 | 50474.0 | 1.232376 | 0.303401 | 0.425363 | 0.778112 | -0.603644 | -1.279113 | 0.038589 | -0.178378 | 0.133775 | -0.259254 | 0.086057 | -0.091745 | -0.647633 | -0.105419 | 1.159734 | 0.421836 | 0.159839 | -0.305273 | -0.315755 | -0.143234 | -0.275454 | -0.836892 | 0.179258 | 0.649151 | 0.144916 | 0.076926 | -0.028020 | 0.032407 | 1.98 | 0 |
| 99996 | 186704 | 127221.0 | 2.056978 | -1.747385 | -1.004048 | -1.499740 | -1.259765 | -0.341651 | -1.036031 | -0.180778 | -1.189717 | 1.473920 | -1.010352 | -0.555509 | 1.002807 | -0.587069 | -0.066481 | -0.504908 | 0.432621 | -0.100058 | -0.242037 | -0.129811 | -0.086325 | -0.001637 | 0.166725 | 0.601911 | -0.260189 | -0.215897 | -0.000653 | -0.018684 | 138.65 | 0 |
| 99997 | 7637 | 10568.0 | -1.299449 | 1.791603 | 0.880885 | -0.101701 | 0.020025 | -0.342279 | 0.133400 | -0.670626 | 1.473419 | 0.317039 | 1.998718 | -2.551214 | 0.517433 | 1.232834 | -0.359024 | 0.647265 | 0.473911 | 0.848877 | 0.024388 | 0.216870 | 0.268316 | -1.242402 | 0.135269 | -0.168232 | -0.028293 | 0.062023 | 0.566211 | 0.264709 | 4.99 | 0 |
| 99998 | 52763 | 45630.0 | 1.533156 | -1.023507 | 0.731929 | -1.449616 | -1.581992 | -0.491930 | -1.247945 | -0.120806 | -1.646772 | 1.391226 | -0.806678 | -0.689463 | 1.305144 | -0.658473 | 0.842714 | 0.042480 | 0.141960 | 0.237033 | -0.181689 | -0.269342 | -0.263151 | -0.337746 | 0.059232 | -0.138090 | 0.242662 | -0.269290 | 0.059656 | 0.027895 | 8.95 | 0 |
| 99999 | 207952 | 136905.0 | 0.055525 | 0.801819 | -0.102004 | -0.939120 | 1.028697 | -0.216654 | 0.914301 | -0.025360 | -0.317483 | -0.256049 | -0.044819 | 0.788599 | 0.664156 | 0.137600 | -1.089610 | 0.374010 | -1.061617 | 0.012149 | 0.585973 | 0.050014 | -0.266807 | -0.602328 | -0.068079 | -1.028879 | -0.362853 | 0.182146 | 0.244406 | 0.078651 | 4.46 | 0 |